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:octocat:
Glued to any computer since 2005. 🧑‍💻
:octocat:
Glued to any computer since 2005. 🧑‍💻

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@Quantum-Buddies

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Ryukijano/README.md
Gyanateet Dutta (Ryukijano). A pinboard with my childhood computer photo, the pixel-art desk, and notes on self-supervised vision, quantum algorithms and robot learning.

Researcher at the University of Leeds. Qiskit Advocate.

I work on self-supervised vision for medical imaging, perception and learning for robots, and quantum-classical algorithms for scientific problems.

Personal website LinkedIn Hugging Face Twitter Email me

What I work on

  • Vision: self-supervised learning for surgical video and medical imaging; NeRFs and 3D Gaussian splatting.
  • Robotics: vision-language-action policies, robot perception and manipulation.
  • Quantum & scientific computing: quantum algorithms, error correction, hardware co-design and machine learning for science.

Selected work

Work What it's about
ISBI 2026 paper Self-supervised Transformers for surgical phase recognition.
Gemma-GR00T A vision-language-action policy using SigLIP, Gemma 3 and ScaleDP.
Bradford Quantum Hackathon 2025 — winner A quantum-classical hybrid system for genomic sequence prediction.
City of London Mayor Quantum Hackathon — finalist Applications of IBM quantum computing.

Sticker drawer

Python, Rust, C++, C, JavaScript, HTML and CSS

Quantum & scientific computing

Qiskit PennyLane NumPy SciPy TKET CUDA-Q CUDA C++ IBM Quantum

TORAX

Machine learning & vision

PyTorch and TensorFlow

JAX

scikit-learn Keras Candle OpenCV Mojo

Tools, platforms & simulation

Git, GitHub, Docker, Linux, VS Code, Vim and Anaconda

Jupyter SLURM CUDA Hugging Face AWS Google Cloud Microsoft Azure Isaac Sim MuJoCo Blender

The pixel desk & Hugging Face hugs

My original animated pixel-art desk: a purple room with computers, planets and a robot

The original Hugging Face hugs sticker

Contribution streak & snake

Ryukijano's contribution streak

A snake animation of my GitHub contribution calendar

GitHub activity · Snake generator


Have an interesting research idea or an open-source project? Get in touch.

Pinned Loading

  1. ESRGAN_AND_YOLOV7 ESRGAN_AND_YOLOV7 Public

    Implementation for the final year project and the paper Improved Pothole Detection Using ESRGAN and YOLOv7

    Jupyter Notebook 4

  2. PyTorch-Differentiable-Stochastic-Differential-Equations PyTorch-Differentiable-Stochastic-Differential-Equations Public

    Implementations using torchSDE library from Google Research.

    Jupyter Notebook 1

  3. Self.Diffusion Self.Diffusion Public

    Python scripts or notebooks of different implementation of small scale diffusion networks for prototyping and then experimented with different datasets.

    Jupyter Notebook 3

  4. Cosmos-Sentinel Cosmos-Sentinel Public

    Jupyter Notebook 1

  5. syndrome-net syndrome-net Public template

    Python

  6. Gemma-Grook Gemma-Grook Public

    Jupyter Notebook 3